{"id":46366,"date":"2023-07-07T13:32:40","date_gmt":"2023-05-28T18:55:01","guid":{"rendered":"https:\/\/www.silicloud.com\/zh\/blog\/46366-2\/"},"modified":"2024-04-30T12:26:56","modified_gmt":"2024-04-30T04:26:56","slug":"46366-2","status":"publish","type":"post","link":"https:\/\/www.silicloud.com\/zh\/blog\/46366-2\/","title":{"rendered":""},"content":{"rendered":"<h1>Jupyter notebook\u3068\u306f\uff1f<\/h1>\n<p>\u4e00\u8a00\u3067\u8a00\u3046\u3068\u3001\u30d6\u30e9\u30a6\u30b6\u3067\u52d5\u304f\u8d85\u4fbf\u5229\u306aREPL\u3067\u3059\u3002<br \/>\n\u3082\u3068\u3082\u3068Jupyter notebook\u306fPython\u7528\u306e\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3060\u3063\u305f\u306e\u3067\u3059\u304c12\u3001\u8fd1\u9803\u306fRuby\u3082\u4f7f\u3048\u308b\u3088\u3046\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002<br \/>\n\u672c\u8a18\u4e8b\u3067\u306f\u3001Jupyter notebook\u4e0a\u3067Ruby\u3092\u4f7f\u3044\u3001\u30b0\u30e9\u30d5\u3092\u66f8\u304f\u65b9\u6cd5\u3092\u89e3\u8aac\u3057\u307e\u3059\u3002<\/p>\n<h1>\u74b0\u5883\u69cb\u7bc9<\/h1>\n<p>\u4e0b\u8a18\u306fMac\u3092\u60f3\u5b9a\u3057\u3066\u3044\u307e\u3059\u3002<br \/>\n\u307e\u305aJupyter\u3092\u5c0e\u5165\u3057\u3066\u3001\u6b21\u306bIRuby\u3092\u5c0e\u5165\u3057\u307e\u3059\u3002<\/p>\n<p>\u305d\u308c\u4ee5\u5916\u306e\u74b0\u5883\u306e\u65b9\u306f\u3053\u3061\u3089\uff1a<br \/>\n&#8211; Bash on Windows (Creators Update\u4ee5\u964d)<br \/>\n&#8211; Ubuntu Linux 16.04<br \/>\n&#8211; Docker<\/p>\n<h2>Jupyter\u306e\u5c0e\u5165<\/h2>\n<p>pip \u3092\u4f7f\u3046\u65b9\u6cd5\u3068 Anaconda \u3092\u4f7f\u3046\u65b9\u6cd5\u304c\u3042\u308a\u307e\u3059\u3002\u3053\u3053\u3067\u306f pip \u3092\u4f7f\u3044\u307e\u3059\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"gp\">$<\/span> brew <span class=\"nb\">install <\/span>python3\r\n<span class=\"gp\">$<\/span> <span class=\"nb\">sudo<\/span> <span class=\"nt\">-H<\/span> pip3 <span class=\"nb\">install <\/span>jupyter\r\n<span class=\"gp\">$<\/span> jupyter notebook\r\n<\/code><\/pre>\n<p>\u3053\u308c\u3067Jupyter\u304c\u7acb\u3061\u4e0a\u304c\u308a\u3001\u30d6\u30e9\u30a6\u30b6\u3067http:\/\/localhost:8888\u304c\u958b\u304d\u307e\u3059\u3002<\/p>\n<h2>IRuby\u306e\u5c0e\u5165<\/h2>\n<p>\u3053\u306e\u307e\u307e\u3060\u3068Python\u3057\u304b\u4f7f\u3048\u306a\u3044\u306e\u3067\u3001Jupyter\u4e0a\u3067Ruby\u304c\u4f7f\u3048\u308b\u3088\u3046\u306b\u3057\u307e\u3059\u3002<br \/>\n\u4e00\u65e6\u30bf\u30fc\u30df\u30ca\u30eb\u3067Ctrl-c\u3057\u3066jupyter\u3092\u7d42\u4e86\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n<p>IRuby kernel\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u3001\u8a2d\u5b9a\u3057\u307e\u3059\uff1a<\/p>\n<pre class=\"post-pre\"><code><span class=\"gp\">$<\/span> brew <span class=\"nb\">install <\/span>zeromq <span class=\"nt\">--HEAD<\/span>\r\n<span class=\"gp\">$<\/span> brew <span class=\"nb\">install <\/span>czmq <span class=\"nt\">--HEAD<\/span>\r\n<span class=\"gp\">$<\/span> gem <span class=\"nb\">install <\/span>cztop iruby\r\n<span class=\"gp\">$<\/span> iruby register <span class=\"nt\">--force<\/span>\r\n<span class=\"gp\">$<\/span> jupyter notebook\r\n<\/code><\/pre>\n<p>\u3053\u308c\u3067\u3001\u5148\u7a0b\u3068\u540c\u69d8\u306bhttp:\/\/localhost:8888\u304c\u30d6\u30e9\u30a6\u30b6\u3067\u958b\u304d\u307e\u3059\u3002<br \/>\nNew \u25bc\u304b\u3089Ruby\u304c\u9078\u3079\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3057\u305f<\/p>\n<h1>\u30b0\u30e9\u30d5\u3092\u66f8\u304f<\/h1>\n<p>\u3055\u3063\u305d\u304fJupyter\u3092\u4f7f\u3063\u3066\u307f\u307e\u3057\u3087\u3046\u3002<br \/>\n\u4ee5\u4e0b\u306e\u5185\u5bb9\u306fnbviewer\u306b\u4e0a\u3052\u3066\u308b\u306e\u3067\u3001\u305d\u3061\u3089\u3082\u53c2\u8003\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n<h2>rbplotly<\/h2>\n<p>rbplotly\u3068\u3044\u3046gem\u3092\u5c0e\u5165\u3057\u307e\u3059\u3002Jupyter\u4e0a\u3067\u30b0\u30e9\u30d5\u3092\u66f8\u304fgem\u3067\u3059\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"gp\">$<\/span> gem <span class=\"nb\">install <\/span>rbplotly\r\n<\/code><\/pre>\n<p>New \u25bc \u304b\u3089Ruby\u306eNotebook\u3092\u958b\u3044\u3066\u4ee5\u4e0b\u306e\u5185\u5bb9\u3092\u30bb\u30eb\u306b\u5165\u529b\u3057\u3001\u5b9f\u884c\uff08Shift+Enter or Command+Enter\uff09\u3057\u307e\u3059\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"nb\">require<\/span> <span class=\"s1\">'rbplotly'<\/span>\r\n\r\n<span class=\"n\">trace1<\/span> <span class=\"o\">=<\/span> <span class=\"p\">{<\/span> <span class=\"ss\">x: <\/span><span class=\"p\">[<\/span><span class=\"mi\">1<\/span><span class=\"p\">,<\/span><span class=\"mi\">2<\/span><span class=\"p\">,<\/span><span class=\"mi\">3<\/span><span class=\"p\">,<\/span><span class=\"mi\">4<\/span><span class=\"p\">,<\/span><span class=\"mi\">5<\/span><span class=\"p\">,<\/span><span class=\"mi\">6<\/span><span class=\"p\">],<\/span> <span class=\"ss\">y: <\/span><span class=\"p\">[<\/span><span class=\"mi\">100<\/span><span class=\"p\">,<\/span><span class=\"mi\">200<\/span><span class=\"p\">,<\/span><span class=\"mi\">300<\/span><span class=\"p\">,<\/span><span class=\"mi\">400<\/span><span class=\"p\">,<\/span><span class=\"mi\">500<\/span><span class=\"p\">,<\/span><span class=\"mi\">600<\/span><span class=\"p\">]<\/span> <span class=\"p\">}<\/span>\r\n<span class=\"n\">trace2<\/span> <span class=\"o\">=<\/span> <span class=\"p\">{<\/span> <span class=\"ss\">x: <\/span><span class=\"p\">[<\/span><span class=\"mi\">1<\/span><span class=\"p\">,<\/span><span class=\"mi\">2<\/span><span class=\"p\">,<\/span><span class=\"mi\">3<\/span><span class=\"p\">,<\/span><span class=\"mi\">4<\/span><span class=\"p\">,<\/span><span class=\"mi\">5<\/span><span class=\"p\">,<\/span><span class=\"mi\">6<\/span><span class=\"p\">],<\/span> <span class=\"ss\">y: <\/span><span class=\"p\">[<\/span><span class=\"mi\">600<\/span><span class=\"p\">,<\/span><span class=\"mi\">500<\/span><span class=\"p\">,<\/span><span class=\"mi\">400<\/span><span class=\"p\">,<\/span><span class=\"mi\">300<\/span><span class=\"p\">,<\/span><span class=\"mi\">200<\/span><span class=\"p\">,<\/span><span class=\"mi\">100<\/span><span class=\"p\">]<\/span> <span class=\"p\">}<\/span>\r\n<span class=\"n\">traces<\/span> <span class=\"o\">=<\/span> <span class=\"p\">[<\/span><span class=\"n\">trace1<\/span><span class=\"p\">,<\/span> <span class=\"n\">trace2<\/span><span class=\"p\">]<\/span>\r\n<span class=\"n\">pl<\/span> <span class=\"o\">=<\/span> <span class=\"no\">Plotly<\/span><span class=\"o\">::<\/span><span class=\"no\">Plot<\/span><span class=\"p\">.<\/span><span class=\"nf\">new<\/span><span class=\"p\">(<\/span><span class=\"ss\">data: <\/span><span class=\"n\">traces<\/span><span class=\"p\">)<\/span>\r\n<span class=\"n\">pl<\/span><span class=\"p\">.<\/span><span class=\"nf\">show<\/span>\r\n<\/code><\/pre>\n<p>\u3053\u308c\u3067\u3001\u30b0\u30e9\u30d5\u304c\u8868\u793a\u3055\u308c\u307e\u3059\u30023<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d645f37434c4406d04341\/22-0.png\" alt=\"newplot(18).png\" \/><\/div>\n<p>\u3053\u308c\u306f\u305f\u3060\u306e\u6298\u308c\u7dda\u30b0\u30e9\u30d5\u3067\u3059\u304c\u3001\u68d2\u30b0\u30e9\u30d5\u3084\u5186\u30b0\u30e9\u30d5\u3001\u30d2\u30b9\u30c8\u30b0\u30e9\u30e0\u3001\u30d2\u30fc\u30c8\u30de\u30c3\u30d7\u306a\u3069\u3082\u66f8\u3051\u307e\u3059\u30024<\/p>\n<h2>daru + daru-plotly<\/h2>\n<p>\u6b21\u306b\u3001csv\u304b\u3089\u30c7\u30fc\u30bf\u3092\u8aad\u307f\u8fbc\u307f\u3001\u305d\u308c\u3092\u30b0\u30e9\u30d5\u306b\u3057\u3066\u307f\u307e\u3057\u3087\u3046\u3002<\/p>\n<h3>gem\u306e\u5c0e\u5165<\/h3>\n<p>daru\u3068daru-plotly\u3092\u5c0e\u5165\u3057\u307e\u3059\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"gp\">$<\/span> gem <span class=\"nb\">install <\/span>daru daru-plotly\r\n<\/code><\/pre>\n<p>\u305d\u3057\u3066\u3001notebook\u4e0a\u90e8\u306eKernel &gt; Restart &amp; Run All\u3092\u5b9f\u884c\u3057\u307e\u3057\u3087\u3046\u3002\u3053\u308c\u3067\u3001\u65b0\u3057\u304f\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u305fgem\u304cnotebook\u3067\u4f7f\u3048\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<h3>csv\u3092\u8aad\u307f\u8fbc\u3080<\/h3>\n<p>\u3053\u3053\u3067\u306f\u3001\u4f8b\u3068\u3057\u3066\u4f1a\u6d25\u82e5\u677e\u5e02\u306e\u5e74\u9f62\u5225\u4eba\u53e3\u306ecsv\u3092\u4f7f\u3044\u307e\u3059\u3002<\/p>\n<p>notebook\u306b\u65b0\u3057\u304f\u30bb\u30eb\u3092\u4f5c\u6210\u3057\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306b\u5165\u529b&amp;\u5b9f\u884c\u3057\u307e\u3059\u3002<br \/>\n\u65b0\u3057\u3044\u30bb\u30eb\u3092\u4f5c\u6210\u3059\u308b\u306b\u306f\u3001\u4e00\u5ea6Esc\u3067\u30bb\u30eb\u304b\u3089\u30d5\u30a9\u30fc\u30ab\u30b9\u3092\u5916\u3057\u305f\u5f8cb\u3092\u5165\u529b\u3059\u308c\u3070\u826f\u3044\u3067\u3059\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"nb\">require<\/span> <span class=\"s1\">'daru'<\/span>\r\n\r\n<span class=\"n\">df<\/span> <span class=\"o\">=<\/span> <span class=\"no\">Daru<\/span><span class=\"o\">::<\/span><span class=\"no\">DataFrame<\/span><span class=\"p\">.<\/span><span class=\"nf\">from_csv<\/span><span class=\"p\">(<\/span><span class=\"s1\">'.\/O_TUKIBETSU_NENREI.csv'<\/span><span class=\"p\">)<\/span>\r\n<\/code><\/pre>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d645f37434c4406d04341\/34-0.png\" alt=\"\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8 2017-10-31 11.41.02.png\" \/><\/div>\n<p>\u3053\u306e\u3088\u3046\u306b\u3001csv\u30d5\u30a1\u30a4\u30eb\u306e\u5185\u5bb9\u304c\u8868\u793a\u3055\u308c\u305f\u3068\u601d\u3044\u307e\u3059\u3002<\/p>\n<h3>\u30b0\u30e9\u30d5\u3092\u63cf\u304f<\/h3>\n<p>\u3053\u306e\u30c7\u30fc\u30bf\u30d5\u30ec\u30fc\u30e0\u304b\u3089\u3001\u6a2a\u8ef8\u304cage\u3001\u7e26\u8ef8\u304ctotal_count\u306e\u30b0\u30e9\u30d5\u3092\u4f5c\u6210\u3057\u307e\u3057\u3087\u3046\u3002<br \/>\n\u65b0\u3057\u3044\u30bb\u30eb\u3092\u4f5c\u6210\u3057\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306b\u5165\u529b\u3057\u3066\u5b9f\u884c\u3057\u307e\u3059\uff1a<\/p>\n<pre class=\"post-pre\"><code><span class=\"nb\">require<\/span> <span class=\"s1\">'daru\/plotly'<\/span>\r\n<span class=\"kp\">include<\/span> <span class=\"no\">Daru<\/span><span class=\"o\">::<\/span><span class=\"no\">Plotly<\/span><span class=\"o\">::<\/span><span class=\"no\">Methods<\/span> <span class=\"c1\"># plot\u30e1\u30bd\u30c3\u30c9\u304c\u4f7f\u3048\u308b\u3088\u3046\u306b\u306a\u308b<\/span>\r\n\r\n<span class=\"n\">plot<\/span><span class=\"p\">(<\/span><span class=\"n\">df<\/span><span class=\"p\">,<\/span> <span class=\"ss\">x: <\/span><span class=\"s1\">'age'<\/span><span class=\"p\">,<\/span> <span class=\"ss\">y: <\/span><span class=\"s1\">'total_count'<\/span><span class=\"p\">).<\/span><span class=\"nf\">show<\/span>\r\n<\/code><\/pre>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d645f37434c4406d04341\/39-0.png\" alt=\"newplot(19).png\" \/><\/div>\n<p>\u3053\u306e\u3088\u3046\u306b\u3001x\u3068y\u306bdf\u306e\u5217\u540d\u3092\u6307\u5b9a\u3059\u308b\u3053\u3068\u3067\u3001\u305d\u308c\u3089\u3092\u30b0\u30e9\u30d5\u306b\u8d77\u3053\u3059\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>\u6b21\u306b\u3001\u7537\u5973\u5225\u306e\u4eba\u53e3\u3092\u898b\u3066\u307f\u307e\u3057\u3087\u3046\u3002\u65b0\u3057\u3044\u30bb\u30eb\u3092\u4f5c\u3063\u3066\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306b\u5165\u529b\u3057\u3066\u5b9f\u884c\u3057\u307e\u3059\uff1a<\/p>\n<pre class=\"post-pre\"><code><span class=\"n\">plot<\/span><span class=\"p\">(<\/span><span class=\"n\">df<\/span><span class=\"p\">,<\/span> <span class=\"ss\">x: <\/span><span class=\"s1\">'age'<\/span><span class=\"p\">,<\/span> <span class=\"ss\">y: <\/span><span class=\"p\">[<\/span><span class=\"s1\">'total_count'<\/span><span class=\"p\">,<\/span> <span class=\"s1\">'male'<\/span><span class=\"p\">,<\/span> <span class=\"s1\">'female'<\/span><span class=\"p\">]).<\/span><span class=\"nf\">show<\/span>\r\n<\/code><\/pre>\n<p>\u3053\u306e\u3088\u3046\u306b\u3001y\u306b\u306f\u5217\u540d\u306eArray\u3092\u6307\u5b9a\u3059\u308b\u3053\u3068\u3082\u3067\u304d\u307e\u3059\u3002<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d645f37434c4406d04341\/44-0.png\" alt=\"newplot(20).png\" \/><\/div>\n<h1>notebook\u3092\u516c\u958b\u3059\u308b<\/h1>\n<p>\u4f5c\u6210\u3057\u305fnotebook\u306f\u7c21\u5358\u306b\u516c\u958b\u3067\u304d\u307e\u3059\u3002<\/p>\n<h2>github\u3084gist\u3067\u516c\u958b\u3059\u308b<\/h2>\n<p>github\u306fJupyter notebook\u306b\u5bfe\u5fdc\u3057\u3066\u3044\u307e\u3059\u3002<br \/>\n\u30ec\u30dd\u30b8\u30c8\u30ea\u3092\u4f5c\u3063\u3066push\u3059\u308b\u3053\u3068\u3082\u3067\u304d\u307e\u3059\u304c\u3001\u591a\u304f\u306e\u5834\u5408\u306fgist\u3067\u4e8b\u8db3\u308a\u308b\u3068\u601d\u3044\u307e\u3059\u3002<\/p>\n<p>notebook\u306f Ctrl+s \u3067\u4fdd\u5b58\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u4fdd\u5b58\u3057\u305fnotebook\u3092gist\u306b\u30a2\u30c3\u30d7\u30ed\u30fc\u30c9\u3059\u308c\u3070\u3001\u30d6\u30e9\u30a6\u30b6\u4e0a\u3067\u95b2\u89a7\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"gp\">$<\/span> gem <span class=\"nb\">install <\/span>gist\r\n<span class=\"gp\">$<\/span> gist hoge.ipynb\r\n<span class=\"go\">https:\/\/gist.github.com\/84cd6fe6a1bb57cc88a0fb3b3a88fb3b\r\n<\/span><\/code><\/pre>\n<p>\u305f\u3060\u3057\u3001github\u3084gist\u3067\u516c\u958b\u3055\u308c\u3066\u3044\u308bnotebook\u3092\u95b2\u89a7\u3059\u308b\u5834\u5408\u3001JavaScript\u304c\u5b9f\u884c\u3055\u308c\u306a\u3044\u305f\u3081\u30b0\u30e9\u30d5\u304c\u5168\u304f\u8868\u793a\u3055\u308c\u307e\u305b\u3093<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d645f37434c4406d04341\/52-0.png\" alt=\"\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8 2017-10-31 12.05.20.png\" \/><\/div>\n<p>\u305d\u306e\u305f\u3081\u3001\u5f8c\u8ff0\u306enbviewer\u3092\u5229\u7528\u3057\u307e\u3059\u3002<\/p>\n<h2>nbviewer<\/h2>\n<p>nbviewer\u3068\u3044\u3046\u306e\u306f\u3001\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u4e0a\u3067\u516c\u958b\u3055\u308c\u3066\u308bnotebook\u3092\u3044\u3044\u611f\u3058\u306b\u8868\u793a\u3057\u3066\u304f\u308c\u308b\u3084\u3064\u3067\u3059\u3002<br \/>\n\u3053\u3053\u306bnotebook\u306egist\u306eURL\u3092\u5165\u529b\u3059\u308b\u3068\u3001\u3061\u3083\u3093\u3068\u30b0\u30e9\u30d5\u3092\u8868\u793a\u3057\u3066\u304f\u308c\u307e\u3059<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d645f37434c4406d04341\/56-0.png\" alt=\"\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8 2017-10-31 12.05.34.png\" \/><\/div>\n<p>github\u304b\u3089nbviewer\u306b\u30b8\u30e3\u30f3\u30d7\u3057\u3066\u304f\u308c\u308bchrome\u62e1\u5f35\u3082\u3042\u308a\u3001\u3053\u308c\u3068\u7d44\u307f\u5408\u308f\u305b\u3066\u4f7f\u3046\u3068\u4fbf\u5229\u3067\u3059\u3002<\/p>\n<h1>Futher more<\/h1>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">daru\u306e\u4f7f\u3044\u65b9\uff1aSciRuby\/daru<\/ul>\n<\/li>\n<\/ul>\n<p>rbplotly\u306e\u4f7f\u3044\u65b9\uff1aash1day\/rbplotly<\/p>\n<p>daru-plotly\u306e\u4f7f\u3044\u65b9\uff1agenya0407\/daru-plotly<\/p>\n<h1>\u53c2\u8003<\/h1>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">Mac \u3067 IRuby Notebook \u74b0\u5883\u3092\u69cb\u7bc9\u3059\u308b\u65b9\u6cd5 2017\u5e74\u7248<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">Installing Jupyter Notebook<\/ul>\n<div>\n<p>\u6b63\u78ba\u306b\u306f\u3001Jupyter notebook\u306e\u524d\u8eab\u3067\u3042\u308bIPython notebook\u304cPython\u7528\u306e\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3060\u3063\u305f\u3002\u00a0\u21a9<\/p>\n<p>Jupyter notebook\u81ea\u8eab\u306f\u69d8\u3005\u306a\u8a00\u8a9e\u3067\u4f7f\u3046\u3053\u3068\u304c\u3067\u304d\u308b\u3002Haskell\u306eKernel\u3068\u304b\u3082\u3042\u308b\u00a0\u21a9<\/p>\n<p>JavaScript Error\u307f\u305f\u3044\u306a\u306e\u304c\u51fa\u305f\u4eba\u306f\u3001notebook\u4e0a\u90e8\u304b\u3089Kernel &gt; Restart &amp; Run All\u3092\u9078\u629e\u3057\u3066\u5b9f\u884c\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u00a0\u21a9<\/p>\n<p>ash1day\/rbplotly\u306b\u4f8b\u304c\u3042\u308a\u307e\u3059\u3002\u00a0\u21a9<\/p>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Jupyter notebook\u3068\u306f\uff1f \u4e00\u8a00\u3067\u8a00\u3046\u3068\u3001\u30d6\u30e9\u30a6\u30b6\u3067\u52d5\u304f\u8d85\u4fbf\u5229\u306aREPL\u3067\u3059\u3002 \u3082\u3068\u3082\u3068Jupyt [&hellip;]<\/p>\n","protected":false},"author":12,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-46366","post","type-post","status-publish","format-standard","hentry","category-uncategorized"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v21.5 (Yoast SEO v21.5) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>- Blog - Silicon Cloud<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.silicloud.com\/zh\/blog\/46366-2\/\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:description\" content=\"Jupyter notebook\u3068\u306f\uff1f \u4e00\u8a00\u3067\u8a00\u3046\u3068\u3001\u30d6\u30e9\u30a6\u30b6\u3067\u52d5\u304f\u8d85\u4fbf\u5229\u306aREPL\u3067\u3059\u3002 \u3082\u3068\u3082\u3068Jupyt [&hellip;]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.silicloud.com\/zh\/blog\/46366-2\/\" \/>\n<meta property=\"og:site_name\" content=\"Blog - Silicon Cloud\" \/>\n<meta property=\"article:published_time\" content=\"2023-05-28T18:55:01+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2024-04-30T04:26:56+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d645f37434c4406d04341\/22-0.png\" \/>\n<meta name=\"author\" content=\"\u9038, \u79d1\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"\u4f5c\u8005\" \/>\n\t<meta name=\"twitter:data1\" content=\"\u9038, \u79d1\" \/>\n\t<meta name=\"twitter:label2\" content=\"\u9884\u8ba1\u9605\u8bfb\u65f6\u95f4\" \/>\n\t<meta name=\"twitter:data2\" 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